Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "140" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 219 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 214 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 3.24% | 1.779091 | -0.064483 | 0.129012 | -0.374964 | -0.125559 | -0.430855 | -0.353779 | -0.250967 | 0.7883 | 0.8002 | 0.2384 | 3.618102 | 3.840091 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 0.54% | 0.755738 | 0.161660 | -0.878335 | -0.313398 | 1.347989 | 0.906740 | 0.034920 | 0.203021 | 0.7498 | 0.7433 | 0.2454 | 2.795665 | 2.880047 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.251368 | -0.851853 | -0.394211 | -1.004357 | -0.922328 | 0.671387 | -1.740518 | 0.010015 | 0.0367 | 0.0310 | 0.0021 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.384978 | 0.518118 | -0.550414 | -0.043521 | 0.827670 | 1.342474 | -0.095129 | 0.286842 | 0.6814 | 0.6923 | 0.3521 | 1.607820 | 1.583810 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.682441 | 0.671110 | -0.530498 | 0.247250 | 0.226100 | 2.736836 | -0.025436 | 0.641724 | 0.6817 | 0.6899 | 0.3474 | 1.445946 | 1.390153 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 1.203962 | 0.540530 | -0.217849 | 0.247944 | -0.540193 | -0.379947 | 0.231371 | 0.188039 | 0.7193 | 0.7184 | 0.2763 | 1.969729 | 2.007576 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.54% | 2.337401 | 0.690134 | -0.428999 | -0.585838 | 0.878605 | 0.871514 | 0.102560 | 0.186543 | 0.7903 | 0.7754 | 0.2122 | 4.607259 | 3.447312 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 354.219782 | 354.305698 | inf | inf | 110.228487 | 106.494813 | 618.617812 | 611.786235 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 16.22% | 1.62% | 0.509858 | -0.419627 | -0.726366 | -0.804711 | 0.274718 | 0.678927 | 0.040429 | -0.059551 | 0.6607 | 0.6684 | 0.3507 | 1.518223 | 1.503202 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.903385 | -1.293839 | -1.209301 | -1.068277 | -0.763270 | -0.628360 | 1.440306 | -0.072215 | 0.0368 | 0.0448 | 0.0031 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.349844 | 2.506277 | 2.097905 | 1.600610 | 1.403696 | 3.554674 | 5.562004 | 6.021384 | 0.6215 | 0.6274 | 0.3436 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.31% | 0.00% | 1.190161 | 0.476439 | 0.012094 | 0.058203 | -0.069688 | 2.401765 | -0.019534 | -0.144678 | 0.6792 | 0.6879 | 0.3642 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 45.41% | 0.54% | 0.959526 | 0.939370 | 0.316908 | 0.068177 | -0.042912 | 2.243162 | 0.020377 | -0.676383 | 0.6821 | 0.6874 | 0.3644 | 1.476695 | 1.464938 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 16.76% | 1.468719 | 1.448506 | -0.470622 | 0.036021 | 0.073948 | 2.492426 | 0.230784 | 0.919757 | 0.6896 | 0.6956 | 0.3578 | 2.033392 | 1.909260 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 99.46% | 0.54% | 1.210750 | 0.965833 | 0.458910 | 0.098118 | -0.107971 | 2.951427 | -0.181085 | 1.944277 | 0.6804 | 0.6867 | 0.3617 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | 0.761911 | 0.229713 | 0.636943 | -0.001235 | 0.152912 | 1.792807 | 0.661028 | -0.712389 | 0.6776 | 0.6895 | 0.3657 | 1.509952 | 1.479214 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.288231 | 0.362355 | -0.464694 | -0.039493 | 1.389647 | 2.213000 | 1.100070 | -0.217643 | 0.0392 | 0.0442 | 0.0057 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.979720 | 0.714508 | -0.270193 | -0.268087 | 0.153523 | 0.918003 | 0.161576 | 0.007700 | 0.6802 | 0.6933 | 0.3659 | 1.819704 | 1.644348 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 8.60% | 1.011386 | 0.388760 | -0.399082 | -0.565951 | -0.307260 | 0.476319 | 0.352671 | 0.116849 | 0.7039 | 0.7195 | 0.3650 | 1.709761 | 1.737120 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 24.73% | 0.089798 | 0.162372 | -0.196831 | -0.366833 | -0.673505 | 0.952134 | -0.175094 | -0.365250 | 0.7613 | 0.7660 | 0.3113 | 2.145665 | 1.963761 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 12.97% | 0.888652 | 0.088153 | -0.571591 | -0.653394 | -0.106080 | -0.472006 | -0.298112 | -0.533161 | 0.6995 | 0.7128 | 0.3658 | 1.866157 | 1.773092 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 2.70% | 0.963522 | 0.376595 | 0.464129 | 0.524267 | -0.108388 | 0.404882 | 0.188487 | -0.697720 | 0.7017 | 0.7157 | 0.3626 | 1.569711 | 1.521633 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 1.62% | 1.015432 | -0.016576 | -0.295094 | -0.393576 | -0.336820 | 0.231846 | 0.828861 | -0.843331 | 0.7081 | 0.7222 | 0.3612 | 1.563183 | 1.614168 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.052486 | 0.300965 | -0.446960 | -0.190206 | 0.560768 | -0.443395 | 1.008145 | -0.255229 | 0.0329 | 0.0302 | 0.0015 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 49.489148 | 23.487528 | 22.545799 | 27.002392 | 21.415015 | 1.818943 | 4.167400 | 3.662538 | 0.0588 | 0.0758 | 0.0101 | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 1.62% | 0.509749 | 0.151394 | -0.453335 | -0.478259 | -0.459041 | -0.585047 | -0.472919 | -0.417432 | 0.7740 | 0.7821 | 0.2288 | 2.731078 | 2.334692 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.460670 | 0.233677 | -0.105429 | -0.104211 | -0.109174 | 1.163801 | 0.030383 | 0.859660 | 0.6931 | 0.7066 | 0.3770 | 1.513047 | 1.523489 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.176781 | 0.176781 | 0.138346 | 0.138346 | 0.470698 | 0.470698 | 0.005728 | 0.005728 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 6.94% | 0.00% | 0.105518 | -0.219019 | 0.080877 | 0.356956 | 1.436004 | 1.485538 | 0.637322 | 2.918657 | 0.7092 | 0.7120 | 0.3716 | 1.805090 | 1.569176 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 10.75% | 0.352903 | 0.400702 | 1.062286 | 1.067676 | 0.151605 | 2.471914 | 0.948256 | 3.196690 | 0.7063 | 0.7128 | 0.3685 | 2.101588 | 1.949889 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | -0.260032 | -0.642842 | -0.663582 | -0.614144 | -0.190305 | -0.313987 | 0.586841 | 0.602234 | 0.7068 | 0.7177 | 0.3649 | 2.004406 | 1.755036 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 7.03% | -0.270635 | -0.196736 | -0.888554 | -0.936902 | -0.216562 | -0.944955 | 0.317599 | -0.443360 | 0.7089 | 0.7137 | 0.3613 | 1.948183 | 1.811444 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 7.03% | -0.286422 | -0.524379 | -0.676105 | -0.836954 | 0.078479 | -0.773272 | 0.634498 | 0.712183 | 0.7048 | 0.7163 | 0.3732 | 1.888211 | 1.724514 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 2.15% | -0.792795 | -0.663915 | -0.829986 | -0.832290 | -0.177913 | -0.935669 | 0.297971 | 0.266234 | 0.7028 | 0.7146 | 0.3662 | 1.898846 | 1.690756 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 10.22% | 1.164498 | 0.478313 | 0.511295 | 0.140798 | -0.119733 | 1.505164 | 0.107011 | 0.602573 | 0.7065 | 0.7124 | 0.3713 | 1.813145 | 1.700488 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0450 | 0.0392 | 0.0028 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 2.16% | 0.668606 | 0.432793 | 0.447635 | -0.133252 | 0.205650 | 1.599837 | 0.865766 | -0.803535 | 0.7038 | 0.7132 | 0.3707 | 1.785759 | 1.722836 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7113 | 0.7221 | 0.3772 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7060 | 0.7161 | 0.3766 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.493427 | 0.933068 | 0.441865 | 0.905474 | 0.369414 | -0.189300 | 0.154562 | -0.617496 | 0.7144 | 0.7233 | 0.3685 | 1.411433 | 1.507073 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.189972 | -0.589101 | -0.891206 | -0.925692 | -0.347067 | -0.781892 | 0.721536 | -0.227149 | 0.7095 | 0.7213 | 0.3688 | 1.850845 | 1.645696 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0534 | 0.0511 | 0.0014 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.851775 | 0.392245 | -0.008345 | 0.060420 | 0.069530 | 1.101618 | 0.708302 | -0.003389 | 0.7035 | 0.7163 | 0.3823 | 1.963633 | 1.700758 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 1.79% | 0.974736 | 0.668065 | 0.377131 | 1.122891 | -0.537056 | -0.515618 | 0.563151 | -0.057251 | 0.7506 | 0.7579 | 0.3394 | 2.060213 | 1.687032 |
| 2459541 | digital_ok | 0.00% | 1.79% | 1.79% | 0.00% | 21.88% | 0.00% | 1.137837 | 0.664882 | 0.484630 | -0.081316 | 0.022770 | -0.967090 | 0.521303 | -0.036756 | 0.7390 | 0.7457 | 0.3126 | 1.526086 | 1.512908 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 5.80% | 0.326375 | -0.161461 | -1.029293 | -0.967756 | -0.451770 | 0.373525 | -0.253427 | -0.716782 | 0.7561 | 0.7605 | 0.3257 | 1.712702 | 1.604804 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.93% | 0.00% | 1.727973 | 0.585545 | 0.588871 | 0.034527 | 1.304304 | 0.607831 | 1.809771 | 2.202000 | 0.7336 | 0.7377 | 0.3931 | 1.412133 | 1.322349 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.023568 | -0.379135 | -0.788852 | -0.902804 | -0.596396 | 0.604412 | 0.169411 | -0.576264 | 0.7879 | 0.7853 | 0.3327 | 1.746209 | 1.562639 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.45% | -0.024201 | -0.489897 | -0.758605 | -1.008113 | 0.108118 | 1.147108 | 0.240129 | -0.406380 | 0.7811 | 0.7716 | 0.3294 | 1.848448 | 1.668000 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 0.880605 | 0.634337 | 0.445738 | 0.552463 | -0.273089 | -0.204596 | 1.079502 | -0.913741 | 0.7249 | 0.7378 | 0.3819 | 1.719452 | 1.570305 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.00% | 1.530783 | 0.848884 | 0.628559 | 0.456675 | -0.500830 | -0.695086 | 0.155968 | -1.044767 | 0.7318 | 0.7425 | 0.3734 | 1.638398 | 1.526943 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.92% | 0.00% | -0.180437 | -0.466122 | -0.708487 | -0.771457 | 0.018802 | -0.490479 | 0.139967 | -0.514723 | 0.7387 | 0.7459 | 0.3793 | 1.703819 | 1.588908 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.992742 | 0.523603 | 0.274110 | 0.853521 | -0.009353 | -0.582393 | -0.277493 | -0.590126 | 0.9151 | 0.9432 | 0.2831 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 12.24% | 6.12% | 0.857813 | 0.921138 | -0.255447 | 0.240658 | 1.859154 | 2.183786 | 0.481864 | -0.630510 | nan | nan | nan | 2.722135 | 2.367287 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.986816 | 0.602170 | 0.568639 | 0.462971 | 1.241549 | -0.461129 | 0.500942 | -0.175968 | 0.6884 | 0.7235 | 0.3381 | 1.568021 | 2.002032 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.059533 | 0.357134 | -0.651468 | -0.558657 | 1.833546 | -0.687247 | 0.840584 | 2.116522 | 0.0450 | 0.0473 | 0.0072 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 1.030291 | 0.212636 | 0.269427 | 0.337942 | 0.120335 | 1.284570 | -0.153613 | -0.009025 | 0.9207 | 0.9505 | 0.1718 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2.257622 | 0.387776 | 0.609213 | -0.669283 | 0.822719 | 0.943691 | 0.749113 | 0.842487 | 0.8827 | 0.8538 | 0.2010 | 6.899126 | 4.166395 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | 2.522371 | 0.893446 | 1.033282 | 0.794753 | -0.498671 | 0.082396 | -0.571590 | 0.399154 | 0.8899 | 0.8817 | 0.4076 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 0.678532 | 0.437152 | 0.644286 | -0.058002 | 0.667730 | 0.003209 | 0.162213 | 0.506272 | 0.678532 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 1.828141 | 0.853629 | 0.719294 | 0.671478 | 0.054750 | 0.706350 | 0.363778 | 1.828141 | 0.462458 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 1.719340 | 1.439046 | 1.719340 | 0.120077 | -0.148294 | 0.125323 | 0.093109 | 0.550740 | 0.721907 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 1.822388 | 1.592682 | 1.822388 | 0.340753 | -0.356444 | -0.465887 | 0.327082 | -0.094889 | 0.298849 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 2.011820 | 2.011820 | 1.752171 | -0.139529 | 0.576023 | 0.063624 | -0.001294 | 0.435201 | 0.166741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 0.917948 | 0.813020 | 0.917948 | 0.183533 | 0.703797 | 0.153024 | -0.195171 | 0.421429 | 0.200891 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 1.308306 | 0.682240 | 0.531327 | 0.619270 | 0.268577 | -0.280981 | 0.425643 | 1.308306 | 0.357351 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 2.345804 | 2.345804 | 2.136536 | 0.719909 | 0.031204 | 0.421234 | 0.769741 | 0.502335 | 1.203101 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 0.970670 | 0.695251 | 0.970670 | 0.194553 | 0.076274 | -0.682358 | -0.508445 | -0.379803 | -0.504508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 2.773768 | 2.641152 | 2.000708 | -0.274672 | 0.584048 | 1.703107 | -0.127063 | 2.773768 | 1.379624 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | 0.286445 | 0.165959 | 0.113739 | -0.207798 | 0.286445 | -0.558948 | 0.107428 | 0.217671 | 0.175634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 1.109738 | 0.957551 | 1.109738 | -0.132766 | 0.620529 | 0.120487 | -0.153506 | 0.459973 | 0.014444 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 0.710626 | 0.173278 | 0.710626 | 0.245100 | -0.155211 | 0.286362 | 0.101886 | 0.130370 | 0.247185 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 4.712050 | 0.748362 | 1.389501 | 0.165829 | 0.466371 | 1.109615 | 0.621718 | 1.593774 | 4.712050 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 2.309374 | 0.342299 | 0.912793 | 0.075964 | 0.635428 | 1.563281 | 0.489232 | 0.195343 | 2.309374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 4.720489 | 4.720489 | 0.810224 | 1.030628 | 0.396447 | 2.308052 | 1.190700 | 3.548558 | 1.101784 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | 8.685900 | 2.770092 | 8.685900 | 1.444552 | 2.200108 | 2.984076 | 4.126102 | 2.699781 | 6.785457 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 2.545701 | 2.128058 | 1.764596 | -0.017901 | 0.638244 | 0.717277 | 1.695078 | 1.233168 | 2.545701 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Variability | 1.619059 | 0.986977 | 1.526717 | 0.300163 | 0.702623 | 1.619059 | 0.417205 | 1.107982 | 1.558416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Variability | 1.684483 | 0.740243 | 1.223041 | 0.113108 | 0.656827 | 1.684483 | 0.053827 | 0.933588 | -0.350677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 235.976404 | 2.617784 | 3.100827 | 6.270507 | 5.884443 | 56.670094 | 57.703516 | 233.462216 | 235.976404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | Nnan | Not Found | ee Temporal Discontinuties | 58.461960 | 6.807728 | 6.333876 | 10.735524 | 10.133928 | 34.315800 | 34.589191 | 57.837465 | 58.461960 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 7.736224 | 1.627166 | 1.162464 | 0.811629 | 0.229927 | 1.248767 | 2.125760 | 7.736224 | 1.053825 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 201.785653 | 3.077619 | 3.443050 | 6.458962 | 6.382852 | 22.348908 | 21.297541 | 196.965341 | 201.785653 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 1.853073 | 1.853073 | 1.214427 | 0.044794 | 0.660594 | 0.938360 | 1.396209 | 0.776404 | -0.306193 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 37.218584 | 3.330892 | 3.945374 | 9.656759 | 9.669843 | 12.470410 | 11.575917 | 37.218584 | 34.684874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 42.132499 | 7.367058 | 6.644568 | 13.662540 | 13.672075 | 23.217071 | 28.764642 | 40.684086 | 42.132499 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 58.657279 | 3.620892 | 4.181728 | 13.755262 | 12.944678 | 17.486572 | 14.921143 | 58.657279 | 56.967551 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 1.860426 | 1.860426 | 1.818419 | 0.264332 | 1.134755 | 1.047235 | 1.480120 | 1.840093 | 0.147205 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 0.602726 | 0.002274 | 0.537146 | 0.299991 | -0.349948 | 0.602726 | -0.018097 | -0.142333 | 0.254627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 25.889104 | 2.866867 | 2.376188 | 7.137346 | 7.440921 | 6.298573 | 8.575032 | 24.429408 | 25.889104 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 93.832881 | 1.991017 | 1.545213 | 6.855639 | 7.077904 | 6.299485 | 6.323246 | 93.832881 | 92.687518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 1.499897 | 1.192381 | 0.791809 | 1.243695 | 0.141333 | -0.330459 | 0.151124 | 1.499897 | 1.057190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 128.778558 | 1.358790 | 1.757137 | 6.768895 | 6.527434 | 17.725542 | 18.095227 | 126.917947 | 128.778558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 112.155815 | 1.137915 | 0.800234 | 5.463767 | 5.618487 | 24.061005 | 23.170398 | 112.155815 | 109.613669 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 194.887403 | 0.699455 | 0.388203 | 3.980739 | 4.079848 | 37.695860 | 35.010097 | 194.887403 | 190.892989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 234.832610 | 0.673686 | 0.796427 | 3.533337 | 3.774902 | 78.783590 | 74.964537 | 234.832610 | 229.093956 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 127.137749 | 0.246544 | 0.267261 | 2.353365 | 2.695103 | 15.614952 | 15.192860 | 127.137749 | 123.879748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 1.537645 | 1.537645 | 0.547090 | 0.595749 | 0.850914 | 0.820843 | 1.056995 | 1.401017 | -0.004004 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 96.681281 | 0.004108 | 0.161887 | 3.123242 | 2.991597 | 62.958210 | 64.816691 | 94.041257 | 96.681281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 163.149902 | 0.264437 | 0.280659 | 2.293672 | 2.562999 | 79.237097 | 78.493204 | 163.149902 | 158.146202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 223.089672 | 1.213556 | 0.991061 | 4.665074 | 4.210301 | 92.053319 | 91.657644 | 216.926854 | 223.089672 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 188.556755 | 1.232940 | 0.901049 | 2.702359 | 2.366730 | 40.104262 | 41.364757 | 183.577985 | 188.556755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 228.949471 | 0.691219 | 0.572448 | 2.798883 | 2.516242 | 42.858464 | 44.325529 | 222.251859 | 228.949471 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 1.711902 | 1.026909 | 0.651904 | -0.271789 | 0.643785 | 0.367170 | 1.361121 | 1.711902 | -0.195584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 190.194674 | 0.984444 | 1.231558 | 3.621867 | 3.878698 | 36.384902 | 34.440689 | 190.194674 | 184.713006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Power | inf | 389.442326 | 389.530769 | inf | inf | 1894.878051 | 1618.432741 | 6591.730945 | 6837.703129 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 56.992112 | 0.649819 | 0.407099 | 0.813551 | 0.835814 | 13.864538 | 13.714365 | 56.992112 | 55.228186 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 76.188713 | 0.828131 | 0.630304 | 1.149399 | 1.036490 | 30.094416 | 27.501496 | 76.188713 | 73.488257 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 2.217876 | 1.227358 | 0.571603 | -0.232901 | 0.728019 | 0.342281 | 1.275548 | 2.217876 | 1.273418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 47.692951 | -0.329000 | -0.471042 | 0.013149 | -0.009739 | 0.846729 | 0.902961 | 47.692951 | 46.325835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 61.498612 | 0.704719 | 0.473899 | 0.727554 | 0.566888 | 10.237137 | 9.340180 | 61.498612 | 59.246845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Discontinuties | 152.407390 | 1.215857 | 1.299033 | 1.353662 | 1.496202 | 25.497409 | 24.660178 | 152.407390 | 146.018485 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | 97.858724 | 0.822841 | 1.217324 | 0.908926 | 1.545968 | 97.858724 | 91.581098 | 61.895802 | 59.890690 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 2.648973 | 0.598579 | 0.551943 | -0.566957 | 0.269919 | 1.675974 | -0.611814 | 2.648973 | -0.363352 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | 1.804322 | 1.090156 | 0.976223 | 0.365785 | 0.061114 | 0.033690 | 0.540402 | -0.184283 | 1.804322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | nn Temporal Variability | -0.526778 | -0.554007 | -0.554007 | -0.576212 | -0.576212 | -0.526778 | -0.526778 | -0.577270 | -0.577270 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Temporal Discontinuties | -0.837493 | -0.852730 | -0.852730 | -0.858707 | -0.858707 | -0.943859 | -0.943859 | -0.837493 | -0.837493 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | N13 | digital_ok | ee Shape | 1.018378 | 0.395072 | 1.018378 | -0.117935 | -0.410135 | 0.238051 | -0.121326 | -0.005426 | 0.012366 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Variability | 2.293770 | -0.689225 | 0.232050 | -0.118546 | 0.539016 | 2.293770 | 1.243841 | -0.272281 | 0.616711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Shape | 2.488936 | 1.587583 | 2.488936 | -0.059226 | 0.258151 | -0.293039 | -0.018086 | -0.216546 | 0.232203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 4.871167 | 1.313757 | 0.454246 | -0.842313 | 0.363532 | 0.020944 | -0.386985 | 4.871167 | 0.457399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 7.183512 | 1.422909 | 0.736419 | -0.364870 | 0.239143 | 0.459407 | 0.039029 | 7.183512 | 0.187690 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 2.585993 | 0.945677 | 0.665178 | 0.593247 | 0.610379 | 0.833090 | 0.360081 | 2.585993 | -0.057902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Variability | 10.227079 | 0.770631 | 1.255526 | 0.412586 | -0.428597 | 0.636259 | 10.227079 | 1.490211 | 2.508482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 1.374313 | 0.204582 | 0.500269 | -0.001984 | -0.127143 | 0.024353 | 0.471717 | 1.374313 | 0.489863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.383297 | 0.472532 | 1.383297 | 0.084297 | -0.034074 | -0.388596 | 1.089543 | 1.132331 | 0.593796 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.273472 | 1.273472 | 0.509538 | -0.303537 | 0.342838 | 0.968943 | -0.220395 | 0.012857 | 0.248649 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Power | 1.337437 | 0.325604 | 0.902022 | 1.337437 | 0.383018 | 0.697974 | 1.209627 | -0.160535 | 1.257739 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Variability | 1.961154 | 1.391622 | 0.221262 | -0.263162 | 0.352662 | 1.961154 | 1.093193 | 1.056010 | -0.101236 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.408682 | 0.298385 | 1.408682 | 0.201446 | -0.592903 | 0.310362 | 0.870307 | -0.171448 | 0.786880 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.917059 | 0.049402 | 0.917059 | 0.571115 | -0.355578 | 0.643086 | 0.727744 | -0.284601 | 0.260837 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.714973 | 0.658145 | 1.714973 | 0.026687 | -0.194970 | -0.005351 | 0.064533 | -0.341560 | 0.828229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.189425 | 1.168408 | 0.373967 | -0.615959 | 0.313020 | -0.202561 | 0.188084 | 1.189425 | 0.589561 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 3.317586 | 1.090677 | 0.336017 | -0.442412 | -0.103840 | -0.075398 | 0.015204 | 3.317586 | -0.012414 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Power | 0.942375 | -0.503821 | 0.608139 | 0.942375 | -0.650243 | -0.179233 | -0.839777 | -0.033913 | 0.503199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.784155 | 0.947194 | 1.238796 | 0.490453 | 0.154724 | 0.003409 | 0.524409 | 0.665094 | 1.784155 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Variability | 4.297303 | -1.420479 | -1.144166 | -0.952317 | -0.355442 | 4.297303 | -0.371428 | 2.309179 | 0.500424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.194929 | 0.780585 | 1.194929 | -0.013290 | -0.416212 | 0.068684 | -0.340539 | -0.349817 | -0.128650 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.280864 | 0.992784 | 0.337219 | -0.866952 | -0.158114 | -0.295255 | 0.092122 | 1.280864 | -0.311982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 2.634433 | 0.427312 | 1.174924 | -0.455259 | -0.935629 | 0.129995 | -0.266614 | -0.462156 | 2.634433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.752431 | -0.033400 | 0.306023 | -0.426546 | -0.495715 | -0.047546 | -0.502712 | -0.206221 | 1.752431 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.595013 | 0.437528 | 1.595013 | -0.416165 | -0.862117 | 0.053628 | 0.085177 | -0.246087 | 1.198425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.784988 | -1.092674 | -0.571208 | -0.914574 | -0.139332 | 0.702611 | 0.047662 | 1.784988 | 0.382404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.108173 | 0.750446 | 1.108173 | -0.690369 | -0.900363 | -0.019145 | -0.311339 | -0.485917 | 0.384596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.736355 | 0.572468 | 0.552702 | -0.553946 | 0.102861 | 0.546615 | 0.736355 | 0.263937 | -0.674632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.879708 | 0.879708 | 0.843052 | -0.341834 | 0.084036 | -0.418314 | 0.071490 | 0.085125 | 0.184826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Shape | 1.670649 | 1.670649 | 0.973908 | -0.491870 | -0.685107 | -0.515274 | -0.220016 | -0.200241 | -0.032000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 2.033281 | 0.998155 | 0.399439 | -0.673112 | -0.591076 | -0.484368 | -0.221450 | 2.033281 | -0.391631 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | -1.694262 | -1.694262 | -1.694262 | -1.729893 | -1.729893 | -54.355888 | -54.355888 | -13.954444 | -13.954444 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.076028 | 1.076028 | 0.298464 | -0.801522 | -0.183092 | -0.020526 | 0.017079 | 0.522504 | -0.732102 |